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OpenAI: GPT-5.4 Image 2 provider comparison

openai/gpt-5.4-image-2

[GPT-5.4](https://openrouter.ai/openai/gpt-5.4) Image 2 combines OpenAI's GPT-5.4 model with state-of-the-art image generation capabilities from GPT Image 2. It enables rich multimodal workflows, allowing users to seamlessly move between reasoning, coding, and...

Endpoints:
1
Context:
272K
Input:
image, text, file
Output:
image, text

Visual comparison

Endpoint pricing chart

Compare published endpoint pricing visually.

Effective price by endpoint

USD per token for output image. Lower is better.

Only directly comparable published units are charted.

Server-rendered comparison

Provider endpoints

Image prices use OpenRouter’s dedicated endpoint billing records and retain their published units. Missing speed data never removes an endpoint.

Endpoint comparison for OpenAI: GPT-5.4 Image 2
Provider / routeCurrent pricingSpeed measurementsEndpoint details
Provider / route
OpenAIopenai
Current pricing
  • $0.00003 per token (output image)
Speed measurements
500-token response
Not applicable
Response starts
Insufficient recent data
Output speed
Insufficient recent data
Endpoint details
Uptime (30 min)
Insufficient recent data
Context
272K
Model format
N/a
Max output
N/a
5 parameters

background, input_references, n, output_compression, quality

Endpoint data fetched .

GPT-5.4 Image 2 deployment guide

How to choose a GPT-5.4 Image 2 inference provider

GPT-5.4 Image 2 is indexed here as a image model by OpenAI, with 1 provider endpoint from OpenAI. The comparison preserves each exact OpenRouter routing tag so pricing and performance observations can be connected to the route an application would actually request.

Match the endpoint to the workload

The model publishes a 272K-token context window. It accepts image, text, file input and returns image, text output. 5 distinct supported parameters appear across the listed routes. Confirm limits on the specific endpoint rather than assuming every host exposes the same configuration.

Compare image billing units directly

At least one token is published consistently across the listed endpoints, allowing a direct price chart for output image. Other charges remain in the table using OpenRouter’s exact billing labels.

Verify route format and availability

No model-format or quantization labels are currently published. Availability, rate limits, and regional support can change independently of catalog pricing, so confirm the selected routing tag before production deployment.